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Courses - Fall 2023
Electrical & Computer Engineering Department Site
Learning and Statistical Signal Processing
Credits: 3
Grad Meth: Reg, Aud
Prerequisite: ENEE620 and ENEE630.
Adaptive learning and statistical signal processing, including: numerical analysis; principal component analysis and support vector machines; adaptive signal processing (supervised learning); blind equalization and identification (unsupervised learning); antenna array and MIMO signal processing; space-time and space-time-frequency coding; neural networks (nonlinear adaptive learning); advanced topics on machine learning, such as online and deep learning.